Before Lighthouse, I’d spend two hours finding a single credible statistic for a blog post — only to discover the source was a five-year-old press release. Now I can build a fully sourced article skeleton in under 30 minutes. The evidence grading alone has saved us from publishing three stats that turned out to be completely made up.
We pitch enterprise clients on the strength of our research. With Lighthouse, every stat in a pitch deck or monthly report is a verifiable source with an evidence grade. Clients notice the difference — we’ve had multiple say it’s the most rigorous reporting they’ve ever received from an agency. It’s become a genuine differentiator we actively sell around.
Academic citation standards require primary sources — I can’t reference a blog post that references a white paper that references a survey that no longer exists. Lighthouse gives me the provenance chain I need. For my last paper on digital advertising ROI benchmarks, every figure traced directly to a peer-reviewed source or a methodology-disclosed primary survey.
Investor decks live or die on the numbers. Our Series B pitch included 47 market statistics — all graded A or B by Lighthouse, all with full source attribution. Our lead investor specifically called out the quality of our market data as a reason for their confidence. We closed the round two weeks later.
As a solo consultant, I can’t afford to have a client fact-check my work and find a questionable source. With Lighthouse, I send a link to the evidence chain with every major stat I cite. It signals rigor, it builds trust, and it’s saved me from three potentially embarrassing situations where industry-standard “facts” turned out to be folklore.
We publish 40+ pieces of content per month. Before Lighthouse, our content team was either skipping sources (risk) or spending hours verifying them (expensive). Now we have a research workflow where every writer pulls stats directly from the API, grade-filtered to B and above. The quality lift has been measurable in our organic rankings.